Pulsar timing array (PTA) uses long-term monitoring of ultra-stable millisecond pulsars to search for gravitational wave (GW) signal in the nano-Hz band. The recently detected common red noise could potentially be a stochastic GW signal. Such a signal could be generated by a population of supper-massive black hole binaries or by violent processes in the early Universe. We will assume that this signal was produced by a network of cosmic strings and infer their properties using observational data.